Skill Demand Index
Forecasting — Demand & Depth Analysis
Based on 8 scored job postings out of 4,698 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.2%
Demand Rate
L2
Median Depth
37.5%
Gap Rate
8
Jobs Analyzed
Basic
Most employers want Forecasting at basic competency with practical application.
Overview
What is Forecasting?
Market context for Forecasting in the current job market
Forecasting is required in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Forecasting typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Forecasting:
- •Required in 0.2% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L2 depth — foundational knowledge with practical application
- •Most demand comes from Other roles — 50% of all Forecasting jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with Forecasting — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used Forecasting once or twice. They want evidence of professional application — shipped work, measurable outcomes, and the ability to operate independently.
Common skill gaps:
The gap rate of 37.5% means a notable portion of candidates fall short on Forecasting. Addressing this gap directly in your application materials gives you an edge.
Which roles need Forecasting most:
Other positions drive 50% of demand. Data Analysis and Marketing also frequently list Forecasting as a requirement. Skills commonly paired with Forecasting include Bachelor's degree and Financial Analysis.
Depth Level Distribution
Proficiency Distribution
How candidates match Forecasting requirements across 8 scored evaluations
Average depth: L1.9·Median depth: L2.0
Salary Correlation
Pay Impact
How Forecasting affects compensation based on postings with disclosed salary data
Without Forecasting
$140K
Median $132K
1264 jobs
Skill Demand Insight
“Forecasting appears in 0.2% of all scored jobs.”
From 8 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Forecasting
38%
co-occurrence
25%
co-occurrence
13%
co-occurrence
13%
co-occurrence
13%
co-occurrence
13%
co-occurrence
13%
co-occurrence
13%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Forecasting
Gap Analysis
Gap Rate Explained
How often Forecasting is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When Forecasting appears in a job's requirements, 37.5% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Forecasting in demand in 2026?
Yes. Forecasting appears in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 8 analyzed jobs, demand is steady across multiple role types.
What level of Forecasting do most jobs require?
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Does knowing Forecasting increase salary?
Salary data for Forecasting is still accumulating.
What other skills pair with Forecasting?
The most common pairings are Bachelor's degree, Financial Analysis, Amazon Vendor Central Experience, E-commerce Growth, SEO & Content Optimization. Strengthening these alongside Forecasting improves your fit across more positions.
What roles need Forecasting the most?
Top roles: Other, Data Analysis, Marketing, Project Management. Other positions have the highest demand at 50% of all Forecasting jobs.
How do I improve my Forecasting level?
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against Forecasting job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Forecasting gaps →See how your depth compares to what employers actually require
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